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1.
Molecules ; 29(11)2024 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-38893351

RESUMEN

The 5-heterocyclic 2-(2,4-dihydroxyphenyl)-1,3,4-thiadiazoles were obtained as potential biologically active compounds. Lipophilicity is one of the most important physicochemical properties of compounds and was already taken into account during the drug candidates design and development. The lipophilicity of compounds was determined using the computational (log P) and chromatography (log kw, RMw) methods. The experimental ones included the reverse-phase column high performance liquid chromatography RP (HPLC) with C8, C18, phosphatidylcholine (IAM), and cholesterol stationary phases and the thin layer chromatography (RP-HPTLC) with C8 and C18 stationary phases and various organic modifiers under the isocratic conditions. Descriptive statistics, correlation, and PCA analyses were used to compare the obtained results. For lipophilicity estimation of the tested compounds by HPTLC, dioxane and MeOH seem to be particularly beneficial as organic modifiers. The chromatographic lipophilicity parameters log kw (RMw) were well correlated and highly redundant (85%) compared with those calculated. Most compounds possess lipophilicity parameters within the recommended range for drug candidates.


Asunto(s)
Interacciones Hidrofóbicas e Hidrofílicas , Tiadiazoles , Tiadiazoles/química , Cromatografía Líquida de Alta Presión/métodos , Cromatografía en Capa Delgada/métodos , Simulación por Computador , Cromatografía de Fase Inversa/métodos
2.
Molecules ; 28(9)2023 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-37175155

RESUMEN

The advantages of hyperspectral imaging in videodensitometry are presented and discussed with the example of extracts from 70 Polish grasses. An inexpensive microscope camera was modified to cover the infrared spectrum range, and then 11 combinations of illumination (254 nm, 366 nm, white light), together with various filters (no filter, IRCut, UV, cobalt glass, IR pass), were used to register RGB HDR images of the same plate. It was revealed that the resulting 33 channels of information could be compressed into 5-6 principal components and then visualized separately as grayscale images. We also propose a new approach called principal component artificial coloring of images (PCACI). It allows easy classification of chromatographic spots by presenting three PC components as RGB channels, providing vivid spots with artificial colors and visualizing six principal components on two color images. The infrared region brings additional information to the registered data, orthogonal to the other channels and not redundant with photos in the visible region. This is the first published attempt to use a hyperspectral camera in TLC and it can be clearly concluded that such an approach deserves routine use and further attention.


Asunto(s)
Imágenes Hiperespectrales , Poaceae , Polonia , Fotograbar/métodos , Luz
3.
Molecules ; 28(3)2023 Jan 25.
Artículo en Inglés | MEDLINE | ID: mdl-36770862

RESUMEN

In this study, nine forced degradation products of maraviroc were found using chemometric analysis. This antiretroviral drug was subjected to photolytic, oxidative, as well as neutral, basic and acidic hydrolysis stress conditions. Additionally, its electrochemical transformation on platinum, gold and glassy carbon screen-printed electrodes was examined. This study showed that maraviroc is especially susceptible to UVA, H2O2 and electrochemical degradation, while being resistant to neutral and acidic hydrolysis. A cluster analysis showed that the electrochemical transformation, with particular reference to the platinum electrode, is able to partially simulate the forced degradation processes, especially in the context of redox reactions. These findings indicate that the electrochemical methods can be considered as quick and relatively low-cost supplements to the commonly applied forced degradation procedures.


Asunto(s)
Quimiometría , Espectrometría de Masas en Tándem , Cromatografía Liquida/métodos , Maraviroc , Cromatografía Líquida de Alta Presión/métodos , Espectrometría de Masas en Tándem/métodos , Peróxido de Hidrógeno , Platino (Metal) , Estabilidad de Medicamentos , Oxidación-Reducción , Hidrólisis , Fotólisis
4.
Int J Mol Sci ; 23(10)2022 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-35628160

RESUMEN

Adverse early life experiences are associated with an enhanced risk for mental and physical health problems, including substance abuse. Despite clinical evidence, the mechanisms underlying these relationships are not fully understood. Maternal separation (MS) is a commonly used animal model of early neglect. The aim of the current study is to determine whether the N-methyl-D-aspartate receptor (NMDAR)/glycine sites are involved in vulnerability to alcohol consumption (two-bottle choice paradigm) and reversal learning deficits (Barnes maze task) in adolescent rats subjected to the MS procedure and whether these effects are sex dependent. By using ELISA, we evaluated MS-induced changes in the NMDAR subunits (GluN1, GluN2A, GluN2B) expression, especially in the glycine-binding subunit, GluN1, in the prefrontal cortex (PFC) and ventral striatum (vSTR) of male/female rats. Next, we investigated whether Org 24598, a glycine transporter 1 (GlyT1) inhibitor, was able to modify ethanol drinking in adolescent and adult male/female rats with prior MS experience and reversal learning in the Barnes maze task. Our findings revealed that adolescent MS female rats consumed more alcohol which may be associated with a substantial increase in GluN1 subunit of NMDAR in the PFC and vSTR. Org 24598 decreased ethanol intake in both sexes with a more pronounced decrease in ethanol consumption in adolescent female rats. Furthermore, MS showed deficits in reversal learning in both sexes. Org 24598 ameliorated reversal learning deficits, and this effect was reversed by the NMDAR/glycine site inhibitor, L-701,324. Collectively, our results suggest that NMDAR/glycine sites might be targeted in the treatment of alcohol abuse in adolescents with early MS, especially females.


Asunto(s)
Proteínas de Transporte de Glicina en la Membrana Plasmática , Aprendizaje Inverso , Consumo de Bebidas Alcohólicas , Animales , Etanol/farmacología , Femenino , Glicina/farmacología , Masculino , Privación Materna , Ratas
5.
Bioorg Med Chem Lett ; 49: 128318, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-34391892

RESUMEN

Lipophilicity is one of the principal QSAR parameters which influences among others the pharmacodynamics and pharmacokinetic properties of a drug candidates. In this paper, the lipophilicity of 14 amide derivatives of 1,3-dimethyl-2,6-dioxopurin-7-yl-alkylcarboxylic acids as multifunctional TRPA1 channel antagonists and phosphodiesterase 4/7 inhibitors with analgesic activity were investigated, using reversed-phase thin-layer chromatography method. It was observed that the retention behavior of the analyzed compounds was dependent on their structural features i.e. an aliphatic linker length, a kind of substituent at 8 position of purine-2,6-dione scaffold as well as on a substitution in a phenyl group. The experimental parameters (RM0) were compared with computationally calculated partition coefficient values by Principal Component Analysis (PCA). To verify the influence of lipophilic parameter of the investigated compounds on their biological activity the Kruskal-Wallis test was performed. The lowest lipophilicity was observed for the compounds with weak PDE4/7 inhibitory potency. The differences between the lipophilicity of potent inhibitors and inactive compounds were statistically significant. It was found that the presence of more lipophilic propoxy- or butoxy- substituents as well as the elongation of the aliphatic chain to propylene one between the purine-2,6-dione core and amide group were preferable for desired multifunctional activity.


Asunto(s)
Analgésicos/química , Bencenoacetamidas/química , Inhibidores de Fosfodiesterasa 4/química , Canal Catiónico TRPA1/antagonistas & inhibidores , Xantinas/química , Fosfodiesterasas de Nucleótidos Cíclicos Tipo 7/antagonistas & inhibidores , Interacciones Hidrofóbicas e Hidrofílicas , Estructura Molecular , Fenilbutiratos/química , Análisis de Componente Principal , Relación Estructura-Actividad Cuantitativa
6.
Int J Mol Sci ; 22(13)2021 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-34209274

RESUMEN

Fetal alcohol spectrum disorders (FASDs) are one of the most common consequences of ethanol exposure during pregnancy. In adulthood, these disorders can be manifested by learning and memory deficits and depressive-like behavior. Ethanol-induced oxidative stress may be one of the factors that induces FASD development. The mammalian target of the Rapamycin (mTOR) signaling pathway that acts via two distinct multiprotein complexes, mTORC1 and mTORC2, can affect oxidative stress. We investigated whether mTOR-dependent or mTOR-independent mechanisms are engaged in this phenomenon. Thus, Rapamycin-a selective inhibitor of mTORC1, Torin-2-a non-selective mTORC1/mTORC2 inhibitor, and FK-506-a drug that impacts oxidative stress in an mTOR-independent manner were used. Behavioral tests were performed in adult (PND60-65) rats using a passive avoidance (PA) task (aversive learning and memory) and forced swimming test (FST) (depressive-like behaviors). In addition, the biochemical parameters of oxidative stress, such as lipid peroxidation (LPO), as well as apurinic/apyrimidinic (AP)-sites were determined in the hippocampus and prefrontal cortex in adult (PND65) rats. The rat FASD model was induced by intragastric ethanol (5 g/kg/day) administration at postnatal day (PND)4-9 (an equivalent to the third trimester of human pregnancy). All substances (3 mg/kg) were given 30 min before ethanol. Our results show that neonatal ethanol exposure leads to deficits in context-dependent fear learning and depressive-like behavior in adult rats that were associated with increased oxidative stress parameters in the hippocampus and prefrontal cortex. Because these effects were completely reversed by Rapamycin, an mTORC1 inhibitor, this outcome suggests its usefulness as a preventive therapy in disorders connected with prenatal ethanol exposure.


Asunto(s)
Conducta Animal/efectos de los fármacos , Depresión , Trastornos del Espectro Alcohólico Fetal , Discapacidades para el Aprendizaje , Estrés Oxidativo/efectos de los fármacos , Sirolimus/farmacología , Animales , Depresión/metabolismo , Depresión/fisiopatología , Depresión/prevención & control , Trastornos del Espectro Alcohólico Fetal/metabolismo , Trastornos del Espectro Alcohólico Fetal/fisiopatología , Trastornos del Espectro Alcohólico Fetal/prevención & control , Discapacidades para el Aprendizaje/metabolismo , Discapacidades para el Aprendizaje/fisiopatología , Discapacidades para el Aprendizaje/prevención & control , Ratas , Ratas Wistar
7.
Molecules ; 26(22)2021 Nov 21.
Artículo en Inglés | MEDLINE | ID: mdl-34834127

RESUMEN

This is an introductory tutorial and review about the uncertainty problem in chromatographic calibration. It emphasizes some unobvious, but important details influencing errors in the calibration curve estimation, uncertainty in prediction, as well as the connections and dependences between them, all from various perspectives of uncertainty measurement. Nonuniform D-optimal designs coming from Fedorov theorem are computed and presented. As an example, all possible designs of 24 calibration samples (3-8, 4-6, 6-4, 8-3 and 12-2, both uniform and D-optimal) are compared in context of many optimality criteria. It can be concluded that there are only two independent (orthogonal, but slightly complex) trends in optimality of these designs. The conclusions are important, as the uniform designs with many concentrations are not the best choices, contrary to some intuitive perception. Nonuniform designs are visibly better alternative in most calibration cases.

8.
Molecules ; 25(18)2020 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-32961727

RESUMEN

The aim of this study was to evaluate the ability of multivariate techniques to predict antioxidant and cytotoxic activity of the selected lichens from the chromatographic data. A simple and reproducible HPLC-DAD technique has been used to obtain the chromatographic fingerprint profiles. Reversed phase high performance liquid chromatography (RP-HPLC) linear gradient system with methanol, water and phosphoric acid (V) (pH 2.3) as the mobile phase was used (50 min). Principal Component Analysis (PCA) has been applied to the evaluation of the phytochemical similarity between studied samples, especially between the same species collected in various places of Poland (Cetraria islandica (L.) Ach., CI, Cladina mitis Sandst., CM, Hypogymnia physodes (L.) Nyl., HP). The ability to scavenge free radicals was evaluated using 2,2-diphenyl-1-picrylhydrazyl (DPPH) and ferric reducing antioxidant power (FRAP) methods and the total phenolic content was determined by Folin-Ciocalteu (F-C) test. In the case of DPPH % of inhibition was higher for selected species (Pseudevernia furfuracea (L.) Zopf, H. physodes in comparison to the literature data. The FRAP test showed that the H. physodes extract had higher ability to scavenge free radical in comparison to Cladonia furcata (Huds.) Schrader and Evernia prunastri (L.) Ach., whereas P. furfuracea extract showed higher ability than C. islandica. The high content of phenolics in P. furfuracea and H. physodes confirms their high antioxidant activity. The cytotoxic activity of studied extracts was tested by cell culture method using the human HL-60 / MX2 acute CKL-22 (CRL-2257) promyelocytic leukemia tumor cell line. The lowest values of IC50 [µg∙mL-1] were obtained for: H. physodes (HP1)-99.4; C. digitate-122.6; H. physodes (HP)-136.5, C. subulata-142.6; C. mitis-180.2.


Asunto(s)
Antioxidantes/análisis , Cromatografía Líquida de Alta Presión/métodos , Líquenes/química , Antioxidantes/farmacología , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Cromatografía de Fase Inversa , Humanos , Análisis de los Mínimos Cuadrados , Líquenes/metabolismo , Parmeliaceae/química , Parmeliaceae/metabolismo , Fenoles/análisis , Análisis de Componente Principal
10.
Molecules ; 23(3)2018 Feb 26.
Artículo en Inglés | MEDLINE | ID: mdl-29495365

RESUMEN

A comprehensive study on the composition and antioxidant properties of black tea samples with a chemometric approach was performed via LC-ESI-Q-TOF-MS, DPPH radical scavenging assay, and Folin-Ciocalteu assay (TPC). Marked differences between the teas from seven different countries (China, India, Iran, Japan, Kenya, Nepal, Sri Lanka) were shown. The Indian samples demonstrated the highest total catechin content (184.8 mg/100 mL), the largest TPC and DPPH scavenging potential (58.2 mg/100 mL and 84.5%, respectively). The applied principal component analysis (PCA) and ANOVA revealed several correlations between the level of catechins in tea infusions. EC (epicatechin), ECG (epicatechin gallate), EGC (epigallocatechin), and EGCG (epigallocatechin-3-gallate) content was not correlated with DPPH, gallic acid, and TPC; however, a strong correlation of EC and ECG between themselves and a negative correlation of these two catechins with EGCG and EGC was noted. Interestingly, simple catechins were not found to be responsible for antioxidant properties of the black teas. The samples collected in the higher altitudes were similar.


Asunto(s)
Depuradores de Radicales Libres/química , Depuradores de Radicales Libres/farmacología , Extractos Vegetales/química , Extractos Vegetales/farmacología , Té/química , Cromatografía Liquida , Depuradores de Radicales Libres/análisis , Espectrometría de Masas , Metabolómica/métodos , Fitoquímicos/análisis , Fitoquímicos/química , Fitoquímicos/farmacología , Extractos Vegetales/análisis , Metabolismo Secundario , Té/metabolismo
11.
Molecules ; 23(7)2018 Jul 11.
Artículo en Inglés | MEDLINE | ID: mdl-29997337

RESUMEN

Green tea infusions are one of the most popular beverages consumed across the world, especially is Asian countries. Green tea quality is primarily based on catechin content, however, the concentration of elements could also significantly influence its biological properties and thus quality and safety. The main purpose of the present study was the evaluation of catechin, antioxidant activity and metal content (K, Na, Ca, Mg, Fe, Mn, Cu, Zn, Cr, Pb, Cd and Ni) in different green tea types cultivated in Japan, Sri Lanka, South Korea, India, China and Japan. The chemical analysis of samples was performed using LC-ESI-Q-TOF-MS for organic constituents and atomic absorption spectrometry (flame and electrothermal) method for inorganic ones. The obtained results were subjected to chemometric elaboration. EGC (213 mg/100 mL of the tea infusion in South Korean Jeoncha) and EGCG (124 mg/100 mL in Japanese Sencha) were the dominant catechins in all green tea samples. Chinese and Indian green tea samples contained the highest concentration of toxic heavy metals, however these values were far below appropriate limitations for green teas. PCA revealed significant similarities between Japanese samples and Korean Jeoncha. In general the latter one was evaluated to have the best quality based on the investigated parameters.


Asunto(s)
Catequina/análisis , Metales/análisis , Análisis de Componente Principal , Té/química , Antioxidantes/análisis , Benzotiazoles/química , Catequina/química , Dieta , Ácido Gálico/análisis , Reproducibilidad de los Resultados , Espectrofotometría Atómica , Ácidos Sulfónicos/química , Oligoelementos/análisis
12.
Saudi Pharm J ; 26(4): 467-480, 2018 May.
Artículo en Inglés | MEDLINE | ID: mdl-29844717

RESUMEN

Forced degradation of toloxatone in solutions under basic, acidic, neutral, photo UV-VIS, photo UVC and oxidative stress conditions was investigated and structural elucidation of its degradation products was performed with the use of UHPLC system coupled ESI-Q-TOF mass spectrometer. Eight degradation products were found and their masses and formulas were obtained with high accuracy (0.09-3.79 ppm). The structure of unknown degradation products were elucidated from MS/MS fragmentation spectra of all analyzed compounds. Additionally, whole signals of decomposed substances were compared chemometrically. It was found that toloxatone is fragile towards basic hydrolysis, oxidative conditions and UVC irradiation. Finally, the toxicity of transformation products was computationally evaluated and compared in multivariate manner.

13.
J Sep Sci ; 39(21): 4258-4262, 2016 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-27673481

RESUMEN

The RF value dataset of 35 model compounds, chromatographed with 20 pure solvents as the mobile phase each on nine adsorbents: RP2, RP8, RP18, alumina, cellulose, CN, DIOL, NH2 , and silica, was subjected to trilinear analysis with parallel factor analysis. The two-factor optimal model explained 87% of total information in this complex dataset. The first obtained score (trend) represents two features: the presence of hydrogen bonding and heteroatoms of solute and the mean elution force of the solvent. The second trend represents molecule size, aromaticity, and number of carbons, interconnected with presence of chlorine in mobile phase. The correlation between the scores and molecular descriptors were checked to interpret these trends quantitatively. The scores of adsorbents were slightly intercorrelated, showing NH2 , alumina, and cellulose as outliers from main adsorbents cloud. The obtained results suggest that molecular size and aromaticity, connected with chlorine atoms in mobile phase, is the second source of retention variability.

14.
Biomed Chromatogr ; 30(6): 894-901, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26400838

RESUMEN

The photodegradation of paliperidone in aqueous and methanol media under UVA and UVC irradiation was investigated. The identification and structural elucidation of its photodegradation products were performed by the use of the reversed-phase liquid chromatography coupled with accurate mass hybrid Q-TOF mass spectrometry and an atmospheric pressure chemical ionization source. Five degradation products were found and their masses were obtained with high accuracy (1.10-5.26 ppm) based on the TOF (MS) spectra. For the structural elucidation of unknown degradation products MS/MS spectra were also registered. However, for the identification of the main photodegradation product (3-{2-[4-(6-fluoro-1,3-benzoxazol-2-yl)piperidin-1-yl]ethyl}-9-hydroxy-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one) in-source fragmentation connected with collision-induced dissociation was used and MS(3) spectra were finally performed. The photodegradation of paliperidone yields the first-order kinetics in all tested conditions. The aqueous medium was in this case much less stable than the methanol solvent regardless of the irradiation source. Additionally, the toxicity of the analyzed photodegradation products was predicted by the use of ECOSAR software and comparable values of LC50 for the main degradants and the parent compound were obtained. Copyright © 2015 John Wiley & Sons, Ltd.


Asunto(s)
Cromatografía de Fase Inversa/métodos , Espectrometría de Masas/métodos , Palmitato de Paliperidona/química , Fotólisis
15.
Molecules ; 21(9)2016 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-27598111

RESUMEN

The present paper describes the chemical composition of the essential oils obtained by hydrodistillation from four Impatiens species, Impatiens glandulifera Royle, I. parviflora DC., I. balsamina L. and I. noli-tangere L. The GC and GC-MS methods resulted in identification of 226 volatile compounds comprising from 61.7%-88.2% of the total amount. The essential oils differed significantly in their composition. Fifteen compounds were shared among the essential oils of all investigated Impatiens species. The majority of these constituents was linalool (0.7%-15.1%), hexanal (0.2%-5.3%) and benzaldehyde (0.1%-10.2%). Moreover, the antioxidant activity of the essential oils was investigated using different methods. The chemical composition of the essential oils and its antioxidant evaluation are reported for the first time from the investigated taxon.


Asunto(s)
Antioxidantes/química , Impatiens/química , Aceites Volátiles/química , Especificidad de la Especie
16.
Biomed Chromatogr ; 29(11): 1759-68, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25990503

RESUMEN

The lipophilicity (R(M0)) and specific hydrophobic surface area for the representatives of four generation cephalosporins have been determined by reversed-phase thin-layer chromatography, and the effect of different mobile-phase modifiers (such as methanol, acetonitrile, acetone, 1,4-dioxane and 2-propanol) on the retention has been studied. The compounds studied showed typical retention behavior; their R(M) values decreased linearly with increasing concentration of the organic modifier in the eluent. The linear correlations between the volume fraction of the organic solvent and the R(M) values over a limited range were established for each solute, resulting in high values of correlation coefficients (>0.95 in most cases). R(M) values were determined by various concentrations of organic modifier, and the correlation obtained was extrapolated to 0% of organic modifier. Chromatographically established logP (R(M0)) parameters were compared with computationally calculated partition coefficients values (AClogP, ALOGP, KOWWIN, ALOGPs, XLOGP2, MLOGP and XLOGP3) and experimental octanol-water logP values (measured by the shake flask method). The received results demonstrate that RP-TLC may be a good alternative technique for analytics in describing the lipophilic nature of investigated cephalosporins as well as the activity.


Asunto(s)
Cefalosporinas/química , Cromatografía en Capa Delgada/métodos , Lípidos/química , Interacciones Hidrofóbicas e Hidrofílicas
17.
J AOAC Int ; 95(3): 669-72, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22816256

RESUMEN

The calibration of an analytical method is a very important part of its development, and only the proper statistical and chemometric evaluation of the results, together with understanding this process, allows good results. The purpose of this minireview is to call the reader's attention to the major problems in calibration: curvilinearity, heteroscedasticity, presence of outliers, transformation of results, and distribution and autocorrelation of residuals. The common misunderstandings and mistakes are emphasized to inform the reader. Additionally, the computational package "quantchem" for GNU R environment, allowing full and automatic calibration evaluation, is presented.


Asunto(s)
Técnicas de Química Analítica/métodos , Preparaciones Farmacéuticas/análisis , Calibración , Interpretación Estadística de Datos , Programas Informáticos
18.
J AOAC Int ; 95(3): 708-12, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22816261

RESUMEN

The photodegradation of moclobemide was studied in methanolic media. Ultra-HPLC (UHPLC)/MS/MS analysis proved decomposition to 4-chlorobenzamide as a major degradation product and small amounts of Ro 16-3177 (4-chloro-N-[2-[(2-hydroxyethyl)amino] ethyl]benzamide) and 2-[(4-chlorobenzylidene)amino]-N-[2-ethoxyethenyl]ethenamine. The methanolic solution was investigated spectrophotometrically in the UV region, registering the spectra during 30 min of degradation. Using reference spectra and a multivariate chemometric method (multivariate curve resolution-alternating least squares), the spectra were resolved and concentration profiles were obtained. The obtained results were in good agreement with a quantitative approach, with UHPLC-diode array detection as the reference method.


Asunto(s)
Algoritmos , Moclobemida/química , Fotólisis , Benzamidas/química , Cromatografía Líquida de Alta Presión , Cinética , Espectrometría de Masas en Tándem
19.
J AOAC Int ; 95(3): 704-7, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22816260

RESUMEN

This paper presents a preliminary study in building discriminant models from solid-state NMR spectrometry data to detect the presence of acetaminophen in over-the-counter pharmaceutical formulations. The dataset, containing 11 spectra of pure substances and 21 spectra of various formulations, was processed by partial least squares discriminant analysis (PLS-DA). The model found coped with the discrimination, and its quality parameters were acceptable. It was found that standard normal variate preprocessing had almost no influence on unsupervised investigation of the dataset. The influence of variable selection with the uninformative variable elimination by PLS method was studied, reducing the dataset from 7601 variables to around 300 informative variables, but not improving the model performance. The results showed the possibility to construct well-working PLS-DA models from such small datasets without a full experimental design.


Asunto(s)
Acetaminofén/análisis , Espectroscopía de Resonancia Magnética/métodos , Análisis de los Mínimos Cuadrados , Análisis de Componente Principal
20.
Food Chem ; 368: 130775, 2022 Jan 30.
Artículo en Inglés | MEDLINE | ID: mdl-34399175

RESUMEN

The ethanol extracts of five Origanum species: O. majorana L., O. onites L., O. syriacum L., O. vulgare subsp. hirtum (Link) Ietsw., and O. vulgare subsp. viride (Boiss.) Hayek, collected annually (each month), were investigated for their cholinesterase inhibition and antioxidant effects. The phytochemical composition of a total of 60 extracts was assessed by HPLC-DAD-ESI/HRMS, revealing the presence of a total of 73 compounds. Possible correlation between the bioactivity and metabolite profiles during 12 months was monitored. Acetylcholinesterase (AChE) inhibitory activity was found to be the highest between April and November (50.29-75.95%, 200 µg/mL), while the highest inhibition towards butyrylcholinesterase (BChE) was observed for the extracts between April and October (71.68-88.97%). Aromadendrin showed good correlation with anti-AChE, anti-BChE and reducing power activities. Furthermore, molecular docking data with aromadendrin, caffeoylarbutin and eriodictyol indicated that caffeoylarbutin had the lowest binding energy against both enzymes.


Asunto(s)
Origanum , Acetilcolinesterasa , Antioxidantes , Butirilcolinesterasa , Inhibidores de la Colinesterasa , Simulación del Acoplamiento Molecular , Fitoquímicos , Extractos Vegetales
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